The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 128 124 105
Rank change year-on-year
-4 -19
Permanent jobs citing Data Mining 17 19 28
As % of all permanent IT jobs located in Hertfordshire 0.79% 0.95% 1.42%
As % of the Database & Business Intelligence category 2.56% 2.59% 4.55%
Number of salaries quoted 9 12 26
Average salary £41,500 £40,000 £36,250
Average salary % change year-on-year
+3.75% +10.34%
90% offered a salary of more than £30,600 £32,500 £25,750
10% offered a salary of more than £50,500 £62,250 £41,250
UK excluding London average salary £47,000 £42,500 £37,500
% change year-on-year
+10.58% +13.33%
Data Mining
East of England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Hertfordshire region.

Database & Business Intelligence Category
Hertfordshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
663 733 616
As % of all permanent IT jobs located in Hertfordshire 30.81% 36.65% 31.33%
Number of salaries quoted 572 537 472
Average salary £47,500 £47,500 £40,000
Average salary % change year-on-year
- +18.75%
90% offered a salary of more than £32,500 £30,000 £29,000
10% offered a salary of more than £65,000 £52,500 £65,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in Hertfordshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the Hertfordshire region as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Hertfordshire

Data Mining
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Hertfordshire region.

Data Mining Salary Trend in Hertfordshire

Data Mining
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Hertfordshire region over the 3 months to 5 February 2016.

Data Mining Salary Histogram in Hertfordshire

Data Mining
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the Hertfordshire region over the 3 months to 5 February 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Letchworth - 3 £50,000 -
St Albans - 3 - -
Tring - 2 £41,500 -
Watford +9 1 £52,500 +16.66%
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 5 February 2016, IT jobs across the Hertfordshire region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 14 (63.64%) SQL
2 10 (45.45%) Agile Software Development
3 9 (40.91%) SDLC
4 8 (36.36%) XML
4 8 (36.36%) Degree
5 7 (31.82%) Finance
5 7 (31.82%) Java
5 7 (31.82%) Analytical Skills
5 7 (31.82%) Machine Learning
6 6 (27.27%) Analytics
6 6 (27.27%) Data Cleansing
7 5 (22.73%) Data Mapping
7 5 (22.73%) WebSphere
7 5 (22.73%) C
7 5 (22.73%) Perl
7 5 (22.73%) J2EE
7 5 (22.73%) Informix
7 5 (22.73%) Project Management
7 5 (22.73%) Unix
7 5 (22.73%) Workflow
8 4 (18.18%) TDD
8 4 (18.18%) Spring
8 4 (18.18%) Migration
8 4 (18.18%) ETL
8 4 (18.18%) Microsoft
8 4 (18.18%) Tomcat
8 4 (18.18%) MS Excel
8 4 (18.18%) Mathematics
8 4 (18.18%) Computer Science
8 4 (18.18%) Continuous Integration

Data Mining
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 5 February 2016, IT jobs across the Hertfordshire region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 5 (22.73%) WebSphere
2 4 (18.18%) Tomcat
Applications
1 4 (18.18%) MS Excel
2 2 (9.09%) MS Office
2 2 (9.09%) MS Visio
Business Applications
1 2 (9.09%) Dynamics AX
1 2 (9.09%) Dynamics CRM
1 2 (9.09%) Relativity
Database & Business Intelligence
1 5 (22.73%) Informix
2 1 (4.55%) EDRMS
2 1 (4.55%) SQL Server
2 1 (4.55%) SQL Server 2008
2 1 (4.55%) SQL Server Integration Services
2 1 (4.55%) SQL Server Reporting Services
Development Applications
1 4 (18.18%) Talend Open Studio
General
1 7 (31.82%) Finance
2 2 (9.09%) Law
2 2 (9.09%) Marketing
Job Titles
1 9 (40.91%) Analyst
2 7 (31.82%) Developer
2 7 (31.82%) Java Developer
3 5 (22.73%) Implementation Analyst
4 2 (9.09%) Business Process Analyst
4 2 (9.09%) Business Systems Analyst
4 2 (9.09%) Data Analyst
4 2 (9.09%) Data Quality Analyst
4 2 (9.09%) E-Discovery Manager
4 2 (9.09%) Forensic Manager
4 2 (9.09%) ITIL Manager
4 2 (9.09%) ITIL Project Manager
4 2 (9.09%) PRINCE2 Project Manager
4 2 (9.09%) Process Analyst
4 2 (9.09%) Project Manager
4 2 (9.09%) Quality Analyst
4 2 (9.09%) Systems Analyst
5 1 (4.55%) DBA
5 1 (4.55%) E-Discovery Associate
5 1 (4.55%) Junior
Libraries, Frameworks & Software Standards
1 8 (36.36%) XML
2 5 (22.73%) J2EE
3 4 (18.18%) Spring
4 1 (4.55%) Spring MVC
Miscellaneous
1 7 (31.82%) Analytical Skills
2 4 (18.18%) Computer Science
2 4 (18.18%) Mathematics
3 3 (13.64%) Fintech
4 2 (9.09%) Management Information System
4 2 (9.09%) NHS
4 2 (9.09%) Statistics
4 2 (9.09%) Visualisation
5 1 (4.55%) Clustering
Operating Systems
1 5 (22.73%) Unix
2 2 (9.09%) Linux
Processes & Methodologies
1 10 (45.45%) Agile Software Development
2 9 (40.91%) SDLC
3 7 (31.82%) Machine Learning
4 6 (27.27%) Analytics
4 6 (27.27%) Data Cleansing
5 5 (22.73%) Data Mapping
5 5 (22.73%) Project Management
5 5 (22.73%) Workflow
6 4 (18.18%) Continuous Integration
6 4 (18.18%) DevOps
6 4 (18.18%) ETL
6 4 (18.18%) Information Retrieval
6 4 (18.18%) Migration
6 4 (18.18%) TDD
7 3 (13.64%) Computer Forensics
7 3 (13.64%) CRM
7 3 (13.64%) Data Analytics
7 3 (13.64%) E-Discovery
7 3 (13.64%) Risk Management
8 2 (9.09%) Six Sigma
Programming Languages
1 14 (63.64%) SQL
2 7 (31.82%) Java
3 5 (22.73%) C
3 5 (22.73%) Perl
4 3 (13.64%) C++
4 3 (13.64%) JavaScript
5 2 (9.09%) C#
5 2 (9.09%) Shell Script
6 1 (4.55%) T-SQL
Qualifications
1 8 (36.36%) Degree
2 2 (9.09%) EnCE
2 2 (9.09%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 2 (9.09%) COBIT
1 2 (9.09%) Data Quality
1 2 (9.09%) PMBOK
Systems Management
1 2 (9.09%) EnCase
1 2 (9.09%) FTK
Vendors
1 4 (18.18%) hybris
1 4 (18.18%) Microsoft
1 4 (18.18%) Talend
2 2 (9.09%) Cellebrite
2 2 (9.09%) Nuix